Ship industry knowledge graph construction and analysis method

A technology of knowledge map and analysis method, applied in the field of shipbuilding industry knowledge map construction and analysis, can solve the problems of single cooperation angle analysis and research, ignoring the complex relationship of industrial network and so on

Pending Publication Date: 2022-01-28
JIANGSU UNIV OF SCI & TECH
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Problems solved by technology

However, the existing research on the shipbuilding industry is more analyzed and researched from a single perspective of cooperation, ignoring the complex associations in the industrial network

Method used

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  • Ship industry knowledge graph construction and analysis method

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Embodiment Construction

[0023] To make the objectives, technical solutions and advantages of the present invention will become more apparent hereinafter in conjunction with the accompanying drawings and embodiments of the present invention will be described in further detail. It should be understood that the specific embodiments described herein are merely illustrative of the present invention is not intended to limit the present invention.

[0024] like figure 1 Shown, a marine industry knowledge map construction and analysis of the present invention, methods, and the specific content of the following steps:

[0025] (1) the relationship between the predefined shipbuilding industry knowledge map entities and entities, specifically whole range of industry profiles of ships, to be divided according to the type of ship companies shipping industry factors, the definition of entities and relationships; the ship business entity is defined as ship build and repair and marine equipment, power equipment and elec...

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Abstract

The invention discloses a ship industry knowledge graph construction and analysis method. The method comprises the following steps of: pre-defining a relationship between entities, and constructing a mode graph of a ship industry knowledge graph; obtaining knowledge according to the constructed mode graph, and obtaining the entities and relational data of the ship industry and links between the entities; performing knowledge fusion on the obtained entities and relational data, and performing entity alignment, entity disambiguation and data classification on the data; performing knowledge storage on data obtained after knowledge fusion, storing the data into a relational database so as to process the data, and storing a processed triple into a graph database to form a ship industry knowledge graph; and finally, based on the ship industry knowledge graph, analyzing a ship industry structure from three aspects, namely, regional industry layout, enterprise community discovery and focus enterprise discovery, and updating the predefined entities in the mode graph and the relationship between the entities based on an analysis result. According to the method of the invention, research and management of a ship industry cooperation network are facilitated.

Description

Technical field [0001] The present invention belongs to the technical field map knowledge, relates to analysis and mapping knowledge shipbuilding industry cross-technology, and more particularly relates to a marine industry knowledge map construction and analysis. Background technique [0002] In recent years, the degree of specialization and complexity of the supply chain of the shipping industry have become increasingly demanding, forms of cooperation between the shipping companies are also more diverse and complex, such as business investment, supply relationships and economic relationships, its scope of cooperation has gradually spread from north to south along the coast, along the Strip into the surrounding area, forming a divergent pattern of industrial network. The existing research on aspects of the shipping industry for more research to analyze from a single perspective of cooperation, ignoring the complex network of related industries. Requiring a new perspective to stu...

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Application Information

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IPC IPC(8): G06F16/36G06F16/35G06F16/387
CPCG06F16/367G06F16/35G06F16/387
Inventor 钱萍尹隽佘钧妮翁翔纪哲李路路
Owner JIANGSU UNIV OF SCI & TECH
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